基于融合流形学习的体系多维效能指标可视化

发布时间：2018-06-07 06:26

  本文选题：可视化分析 + 多维指标　； 参考：《系统仿真学报》2017年10期

【摘要】：依托可视化方法展示武器装备体系仿真试验的各类效能指标信息,是武器装备体系建设规划方案综合特征对比的重要手段。提出了一种基于融合流形学习的体系多维效能指标可视化方法,将指标项和方案项由高维空间融合投影到同一二维空间,利用密度计算求得指标对多方案样本的影响程度,通过辐射计算实现最终的多维效能指标可视化效果,运用两组实验,验证了该方法融合映射的正确性,并展现了其在体系效能评估中的应用效果,证明了其可行性。
[Abstract]:It is an important means to compare the comprehensive characteristics of weapon and equipment system construction plan by visual method to display all kinds of efficiency index information of weapon and equipment system simulation test. Based on fusion manifold learning, a visualization method of multi-dimensional efficiency index is proposed. The index items and scheme items are projected from high-dimensional space to the same two-dimensional space, and the influence of the index on multi-scheme samples is obtained by density calculation. Finally, the visualization effect of multi-dimensional efficiency index is realized by radiation calculation. Two experiments are used to verify the correctness of the fusion mapping method, and the application effect in the evaluation of system effectiveness is demonstrated, and the feasibility of the method is proved.
【作者单位】： 国防大学信息作战与指挥训练教研部;喀什大学数学与统计学院;31002部队;
【基金】：国家自然科学军民共用重大研究计划联合基金(U1435218)
【分类号】：TJ06;TP181
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本文编号：1990178